Paper Citation Record · LEDGER

Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2406.14644.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2406.14644 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:46:46.159536Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T17:24:57.269770Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 15023179-5139-48d3-a2d3-5aa25b6eb74e · inbound

ABench-Physics: Benchmarking Physical Reasoning in LLMs via High-Difficulty and Dynamic Physics Problems cites this paper.

ABench-Physics: Benchmarking Physical Reasoning in LLMs via High-Difficulty and Dynamic Physics Problems Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T19:46:46.159536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c9e261-7ba9-4bea-b90d-633a111dbb4a · inbound

Search-Time Data Contamination cites this paper.

Search-Time Data Contamination Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T21:08:05.079357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f341e5ea-9ab1-48ca-939a-c465c6017100 · inbound

Graph-Based Alternatives to LLMs for Human Simulation cites this paper.

Graph-Based Alternatives to LLMs for Human Simulation Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:50:33.390993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ceb0e55-b887-4c04-9af0-e4c5f0325ade · inbound

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications cites this paper.

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T17:24:57.271174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.